SLMs learn dynamic policies to request adaptive help from LLMs, outperforming static pipelines and standalone models with scaling behaviors and transfer to new LLMs.
In the first case, the agent request context, you should perform reasoning again within <think> and </think>, and provide the necessary context inside<message>and</message>
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Learning to Seek Help: Dynamic Collaboration Between Small and Large Language Models
SLMs learn dynamic policies to request adaptive help from LLMs, outperforming static pipelines and standalone models with scaling behaviors and transfer to new LLMs.